• Liderança Técnica e Mentoria: Atuar como referência técnica, orientando a equipe e propondo melhorias em processos e arquiteturas. • Desbloqueio e Agilidade no Dia a Dia: Identificar e resolver gargalos rapidamente para manter a produtividade da equipe. • Fundamentos de Engenharia e Autonomia: Domínio em Engenharia de Software e metodologias ágeis (como Scrum, Kanban ou inspiradas em Shape Up), com autonomia para entregas eficientes ("done means deployed"). • Expertise em Cloud (AWS e GCP): Experiência sólida em arquiteturas Cloud (AWS/GCP), alinhando soluções técnicas às necessidades do negócio. • Conhecimento em IA/ML/Automação com Profundidade: Equilíbrio entre Engenharia de Software, Automação e IA (incluindo ML Tradicional, Deep Learning e IA Generativa/LLMs), com especialização em pelo menos uma dessas áreas (ML, IA Generativa ou Automação). Entendendo desde conceitos fundamentais até aplicações avançadas (ex: Transformers, Prompt Engineering, RAG, modelos como BERT, GPT, etc.). • Visão do Ciclo de Vida de Data Science: Atuação em todas as etapas de projetos de dados, desde análise até deploy e monitoramento, seguindo boas práticas como CRISP-DM. • Colaboração e Senso de Grupo: Trabalho em equipe multidisciplinar, promovendo colaboração e alinhamento com negócios e produtos.

French Speakers - Test Voice Modes of AI ModelsLocation: Remote, global Status: Project-based Pay: USD $20 per hour Benefits: Flexible schedule To ensure eligibility for this project, applicants must be international freelancers. Unfortunately, we are unable to hire U.S. citizens, Green Card holders, or candidates currently residing in the U.S. Project Requirements: - Advanced/Expert fluency in French language, as spoken in the France region (fr_FR) - Strong comprehension of English (read and write) - Expected to contribute around 15 hours per week on average, though actual hours may vary. With Productive Playhouse, expert-level (C2 CEFR) speakers of French can earn extra income by working flexible hours and improve AI models in their language! The Project: We are seeking detail-oriented and motivated French speakers to join this AI LLM evaluation project. The work involves using specified AI chatbots in voice mode: You will start conversations with a pre-defined prompt and then try to reach the conversation goal. Afterwards, you will rate your voice mode interaction. The entire conversation must happen in French (as spoken in France). The entire evaluation must be written in English. Participants will use their own smartphones to use the chatbot apps, and their own laptops to complete the rating. All work must be completed in accordance with the detailed guidelines provided upon acceptance. Please note that this work is project-based, and the workload may vary. There is no guarantee of a minimum or maximum number of hours. Duties: - Speak to AI (using voice mode on the mobile app), using the predefined starting prompt, pursuing the pre-defined conversation goal. - Rate the interaction on your laptop. - Follow the provided instructions to achieve the task goals. - Voice mode interactions and evaluations must be performed with accuracy, completeness, and attention to quality. Engagement Requirements: - All participants must have, or be willing to create, an Upwork account. The project will be managed via the Upwork platform. - While participating in this project, adherence to the confidentiality terms outlined in the Upwork User Agreement is required. Any information accessed or received related to this project is confidential and may not be shared or disclosed to third parties. - Work must be performed on participant’s own devices. - You must use your own smartphone, and be able to install (free) chatbot apps. - You must use your own laptop. About Us: As a global data company, Productive Playhouse “PPH”, is pioneering our approach to language and data services, while incorporating their roots as a production company. Originally creating content to support children's language acquisition, our commitment to excellence, forward-thinking strategies, and world-wide cultural experience has proven key for delivering exceptional service. Originally founded as an educational production company, Productive Playhouse made a mark with our award winning children’s series, which taught fundamental subjects through engaging and effective programming. This early success paved the way for our evolution into a comprehensive data services provider. Since 2011, Productive Playhouse has expanded rapidly to offer an extensive suite of data services. Our current offerings include transcription, translation, linguistic analysis, rating, systems testing, localization, field and studio recording, language skill verification, and specialized data handling with a focus on sensitivity and diversity. Our commitment to innovation means we continually enhance our service portfolio to meet the evolving needs of our clients. At Productive Playhouse, we are proud of our reputation for addressing complex challenges with agility and delivering premium secure data solutions across diverse environments. Our dynamic team is dedicated to maintaining the highest standards and ensuring exceptional service every time. Disclaimer The job description provided is designed to convey information essential to understanding the scope of the position and the general nature of the work performed. It is not intended to be an exhaustive list of duties, responsibilities, or qualifications associated with the job. Productive Playhouse reserves the right to modify or revise the job description as necessary Productive Playhouse is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive work environment for all employees. Employment with Productive Playhouse is at-will, meaning that either the employee or the employer can terminate the employment relationship at any time, with or without cause or notice. All offers of employment at Productive Playhouse are contingent upon the candidate’s ability to provide valid documentation of identity and eligibility to work in the United States or relevant hiring location. Productive Playhouse participates in E-Verify. Productive Playhouse provides reasonable accommodation for qualified individuals with disabilities. If you need assistance or accommodation due to a disability, please contact the Human Resources Department.

About Our Company GrowthAssistant was founded on a single, compelling question: Why are the best marketing teams still drowning in repetitive work? Our founders, Jesse Pujji (founder of Ampush) and Adriane Schwager (former recruitment leader for a multi-billion dollar hedge fund), realized that even the most elite teams were being slowed down by manual tasks. Leveraging their combined expertise in performance marketing and global talent sourcing, they launched GrowthAssistant in 2021 to bridge the gap between high-level strategy and daily execution. We are a premium talent network that matches fast-growing companies with full-time, college-educated global professionals. We specialize in providing highly trained offshore employees who handle the manual, repetitive implementation work that often bottlenecks marketing departments. By offloading tasks related to campaign management, design, and reporting, our clients can shift their focus back to what truly matters: brand, strategy, and results. Let’s dig into the role scope, shall we? We are looking for a 3-month engagement Quality Specialist (AI Annotation) who will be the "human brain" behind the machine. You have an ear for detail, a knack for spotting patterns, and the patience to fine-tune AI until it’s perfect. You don’t just listen to calls; you decode them. What Your Day-to-Day Will Look Like - Decoding Conversations: Listening to 5–10 minute hotel guest calls and comparing the audio to the AI’s written transcripts. You’ll be the judge on whether the AI actually "heard" the guest correctly. - Validating AI Logic: Reviewing metadata to see if the AI correctly classified the guest’s intent and made the right routing decisions. - Fixing the Gaps: When the AI misses the mark, you’ll step in to correct the data using our internal tools and annotation guidelines. - Pattern Hunting: Identifying recurring "fails"—like background noise or specific accents that trip the system up—and logging that feedback in structured dashboards. - Quality Control: Maintaining a high standard of accuracy across roughly 500 calls a week, ensuring every data point is reliable. Who You Are - A Master Listener: Your English comprehension (both listening and reading) is top-tier. You can catch the nuance in a mumbling guest or a noisy background. - Detail-Obsessed: You notice the small errors that others skip over. You're comfortable following strict SOPs and data security rules. - Tech-Fluent: You’re a pro with Google Sheets (filters and dropdowns are your friends) and comfortable learning new internal software. - Experienced: You’ve done this before—whether in data labeling, QA, content moderation, or transcript validation. Bonus Points if: - You have a background in the hospitality or call center industry. - You’ve worked with AI/ML concepts like "intent classification" before. - You’re a pro at working within regulated or compliance-heavy environments. What We Offer At GrowthAssistant, you aren't just joining a company; you're joining a movement to redefine how the world’s best brands scale. We believe that the right talent, placed in the right role, changes everything—and that starts with how we take care of you. - Work from Anywhere: 100% Remote work environment. - Comprehensive Coverage: Health Insurance, Paid Time Off (PTO), and Paid Holidays. - Family First: Dedicated Maternity and Paternity Leaves. - Competitive Pay: Hourly rate starts at $6 (open for discussion based on experience). - Rewards for Excellence: Incentives for Attendance, Referrals, and Work Anniversaries. Ready to help us utilize the future of AI? Join our 100% remote global team today. Apply now and be our next GrowthAssistant!

Benefits: - Simple IRA Matching - Health insurance - Paid time off - Training & development Job Purpose: Employees in this role will receive supervision and training from experienced GIS Staff. Under moderate supervision at an intermediate performance level, GIS Technicians conduct geographic information system (GIS) program activities, utilizing GIS hardware and software to produce maps, spatial databases, and thematic data (wetlands, address verification, road centerlines, historic sites, etc.) Employees in this position will create, adjust, correct, manage, convert, and distribute base maps and thematic data. Employees will also write programs and develop user interfaces, menus, and macro-level commands to meet user needs in addition to performing simple spatial analyses and producing reports accordingly. Required Knowledge, Skills, and Experience: · - General knowledge of application of GIS data and solutions within government. - The GIS Technician will assist the GTG Consulting team with the development of geographic information systems and solutions within a myriad of potential industry and government service and program applications including but not limited to: Public Safety, Planning, Engineering, Transportation, Public Works, Water Resources, Parks and Recreation, Property Management, Information Technology, Environmental Conservation, and Public Health. - Familiarity working with GIS Data within government. - Experience in working with parcel maps, orthophotos, historic data, transportation data or health data, etc. - The GIS Technician will assist a GIS Project Manager with consulting project tasks including but not limited to: GIS data organization and management, GIS data creation, editing, and updating within spatial databases; producing documentation on procedures and workflows, validating GIS data for accuracy and completeness, populating, and maintaining metadata and producing maps and other GIS products using best practices. - Esri ArcGIS Desktop and/or Pro familiarity is required. - Provide training, troubleshooting and database management for clients. - Evaluate tabular and spatial data to determine data quality. - Perform data migration and conversion tasks. - Perform GPS field data collection as needed. - Occasional travel, as needed, may be required. - Perform GIS spatial analysis and data manipulation. - Work with client agencies to provide data to external users. - Perform GIS support for projects under the direction of a Project Manager. - Develop GIS products and maps, digitize paper maps and spatial data. - Prepare metadata for maps, data sets, and geodatabases, manipulate, analyze and interpret data from many sources and in many formats. - Complete projects on time, within budget and at or beyond client expectation. Required Education: Associates or bachelor’s degree in GIS or related field. Physical Requirements: 1. Must be able to perform the basic life operational functions of functions of stooping, kneeling, crouching, reaching, standing, walking, pushing, pulling, lifting, talking, hearing, and repetitive motions. 2. Must possess the visual acuity to prepare and work with data and figures, operate a computer terminal, do extensive reading, and use measurement devices. This is a remote position.